SigNLearn is an innovative mobile application that aims to empower deaf individuals to learn effectively in any field using AI-driven sign language communication. By leveraging advanced technologies like Artificial Intelligence (AI) and 3D animated avatars, DeafLearn revolutionizes the learning experience for the deaf community, enabling them to access knowledge and information with ease.
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AI-driven Sign Language Communication: DeafLearn utilizes state-of-the-art AI algorithms to convert text-based content into sign language communication through an interactive 3D animated avatar. This avatar acts as a virtual signer, making learning engaging and accessible to deaf users.
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Customized Learning Paths: Users can tailor their learning paths based on their interests and preferences. Whether it's language, science, mathematics, or any other subject, DeafLearn ensures a personalized learning experience for every user.
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Comprehensive Curriculum: DeafLearn offers a comprehensive curriculum that covers various subjects and topics. The app includes a diverse range of educational resources, including videos, interactive lessons, and quizzes.
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Real-Time Progress Tracking: DeafLearn allows users to track their learning progress in real-time. The app provides insights into completed modules, quiz scores, and areas for improvement.
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Interactive and Immersive Experience: With a 3D animated avatar communicating in sign language, DeafLearn creates an interactive and immersive learning environment that fosters engagement and retention.
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Sign Language Translation: DeafLearn uses advanced Natural Language Processing (NLP) techniques to translate text-based content into sign language sentences.
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Avatar Animation: The translated sign language sentences are animated by a 3D avatar, mimicking the gestures and expressions of a skilled signer.
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Interactive Learning Interface: Users interact with the 3D avatar through the app's intuitive interface. They can watch sign language communication for different topics, access educational materials, and participate in quizzes to reinforce their knowledge.
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Personalized Learning Journey: DeafLearn adapts to each user's preferences and learning pace, allowing them to progress through the curriculum at their own speed.
To get started with DeafLearn, follow these steps:
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Clone the GitHub repository to your local machine -> git clone https://github.com/abdellahelaaroub/SigNLearn.git
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Install the required dependencies -> pip install -r requirements.txt
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Run the app